vitusbenson / greenearthnetLinks
Code for Benson et. al., CVPR (2024) - Multi-modal learning for geospatial vegetation forecasting
☆52Updated last year
Alternatives and similar repositories for greenearthnet
Users that are interested in greenearthnet are comparing it to the libraries listed below
Sorting:
- Code and data for Kuro Siwo flood mapping dataset☆70Updated 5 months ago
- ☆29Updated last year
- Generalizing satellite image time series classifiers with thermal time☆18Updated 3 years ago
- EarthNet Models PyTorch - Deep Neural Networks for geospatial vegetation forecasting.☆35Updated 11 months ago
- EuroCropsML is a ready-to-use benchmark dataset for few-shot crop type classification using Sentinel-2 imagery.☆20Updated last week
- fine-grained urban green space (UGS) maps of 31 major cities in China☆27Updated 2 years ago
- This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representati…☆78Updated 4 months ago
- ☆53Updated last year
- ☆39Updated last year
- Spatio-Temporal SAR-Optical Data Fusion for Cloud Removal via a Deep Hierarchical Model☆19Updated last year
- ☆30Updated 2 years ago
- ☆38Updated 2 years ago
- ☆11Updated 2 weeks ago
- The official code repository for paper "Rethinking the Encoding of Satellite Image Time Series".☆43Updated 2 months ago
- ☆50Updated last year
- PyTorch Implementation of MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer☆52Updated last year
- [IEEE TGRS'23] Location-aware Adaptive Normalization: A Deep Learning Approach for Wildfire Danger Forecasting☆14Updated 5 months ago
- ☆33Updated last year
- Implementation of 'DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation' [CVPR 2022]☆40Updated 2 years ago
- Unsupervised Change Detection https://doi.org/10.1016/j.jag.2023.103635☆15Updated last year
- Official implementation of SICKLE: A Multi-Sensor Satellite Imagery Dataset Annotated with Multiple Key Cropping Parameters (Oral Present…☆24Updated last year
- Official repository of CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders (NeurIPS '23)☆34Updated last year
- Make your models invariant to changes in scale.☆155Updated last year
- Repo for testing foundation models☆12Updated last year
- [RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies☆63Updated last year
- ☆74Updated last year
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆89Updated 2 years ago
- Multi-label guided soft contrastive learning for efficient Earth observation pretraining☆21Updated last year
- Official code repository for NeurIPS 2022 paper "SatMAE: Pretraining Transformers for Temporal and Multi-Spectral Satellite Imagery"☆206Updated last month
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆153Updated 2 months ago